Keep in mind that when a state of emergency is declared, weapons are prohibited off your own property in many states. N.C. is currently leading in this category.
No matter what the Constitution says, the authorities will be looking for weapons on refugees (that is what you will be if fleeing danger), and will confiscate them or detain you as being suspicious.
good point, so what do you do? leave them at home?